| Number of Variables | 12 |
|---|---|
| Number of Rows | 89392 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 41.0 MB |
| Average Row Size in Memory | 480.5 B |
| Variable Types |
|
| id is uniformly distributed | Uniform |
|---|---|
| id is skewed | Skewed |
| claim_amount is skewed | Skewed |
| cltv is skewed | Skewed |
| area has constant length 5 | Constant Length |
| marital_status has constant length 1 | Constant Length |
| vintage has constant length 1 | Constant Length |
| policy has constant length 1 | Constant Length |
| claim_amount has 17671 (19.77%) zeros | Zeros |
numerical
| Approximate Distinct Count | 89392 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1430272 |
| Mean | 44696.5 |
| Minimum | 1 |
| Maximum | 89392 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 4470.55 |
| Q1 | 22348.75 |
| Median | 44696.5 |
| Q3 | 67044.25 |
| 95-th Percentile | 84922.45 |
| Maximum | 89392 |
| Range | 89391 |
| IQR | 44695.5 |
| Mean | 44696.5 |
|---|---|
| Standard Deviation | 25805.392 |
| Variance | 6.6592e+08 |
| Sum | 3.9955e+09 |
| Skewness | 0 |
| Kurtosis | -1.2 |
| Coefficient of Variation | 0.5773 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 6245838 |
| Mean | 4.8702 |
|---|---|
| Standard Deviation | 0.9915 |
| Median | 4 |
| Minimum | 4 |
| Maximum | 6 |
| 1st row | Male |
|---|---|
| 2nd row | Male |
| 3rd row | Male |
| 4th row | Female |
| 5th row | Male |
| Count | 435358 |
|---|---|
| Lowercase Letter | 345966 |
| Space Separator | 0 |
| Uppercase Letter | 89392 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 6257440 |
| Mean | 5 |
|---|---|
| Standard Deviation | 0 |
| Median | 5 |
| Minimum | 5 |
| Maximum | 5 |
| 1st row | Urban |
|---|---|
| 2nd row | Rural |
| 3rd row | Urban |
| 4th row | Rural |
| 5th row | Urban |
| Count | 446960 |
|---|---|
| Lowercase Letter | 357568 |
| Space Separator | 0 |
| Uppercase Letter | 89392 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 6656865 |
| Mean | 9.4682 |
|---|---|
| Standard Deviation | 1.6334 |
| Median | 11 |
| Minimum | 6 |
| Maximum | 11 |
| 1st row | Bachelor |
|---|---|
| 2nd row | High School |
| 3rd row | Bachelor |
| 4th row | High School |
| 5th row | High School |
| Count | 800138 |
|---|---|
| Lowercase Letter | 664499 |
| Space Separator | 46247 |
| Uppercase Letter | 135639 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 4 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 6417614 |
| Mean | 6.7918 |
|---|---|
| Standard Deviation | 2.68 |
| Median | 6 |
| Minimum | 4 |
| Maximum | 13 |
| 1st row | 5L-10L |
|---|---|
| 2nd row | 5L-10L |
| 3rd row | 5L-10L |
| 4th row | 5L-10L |
| 5th row | More than 10L |
| Count | 272578 |
|---|---|
| Lowercase Letter | 95648 |
| Space Separator | 27328 |
| Uppercase Letter | 176930 |
| Dash Punctuation | 73874 |
| Decimal Number | 229646 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 5899872 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 89392 |
categorical
| Approximate Distinct Count | 9 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 5899872 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 5 |
|---|---|
| 2nd row | 8 |
| 3rd row | 8 |
| 4th row | 7 |
| 5th row | 6 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 89392 |
numerical
| Approximate Distinct Count | 10889 |
|---|---|
| Approximate Unique (%) | 12.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1430272 |
| Mean | 4351.5024 |
| Minimum | 0 |
| Maximum | 31894 |
| Zeros | 17671 |
| Zeros (%) | 19.8% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 2406 |
| Median | 4089 |
| Q3 | 6094 |
| 95-th Percentile | 10078 |
| Maximum | 31894 |
| Range | 31894 |
| IQR | 3688 |
| Mean | 4351.5024 |
|---|---|
| Standard Deviation | 3262.3598 |
| Variance | 1.0643e+07 |
| Sum | 3.8899e+08 |
| Skewness | 1.0442 |
| Kurtosis | 3.2313 |
| Coefficient of Variation | 0.7497 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 6502502 |
| Mean | 7.7414 |
|---|---|
| Standard Deviation | 4.687 |
| Median | 11 |
| Minimum | 1 |
| Maximum | 11 |
| 1st row | More than 1 |
|---|---|
| 2nd row | More than 1 |
| 3rd row | More than 1 |
| 4th row | More than 1 |
| 5th row | More than 1 |
| Count | 482104 |
|---|---|
| Lowercase Letter | 421841 |
| Space Separator | 120526 |
| Uppercase Letter | 60263 |
| Dash Punctuation | 0 |
| Decimal Number | 89392 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 5899872 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | A |
|---|---|
| 2nd row | A |
| 3rd row | A |
| 4th row | A |
| 5th row | A |
| Count | 89392 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 89392 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 6401252 |
| Mean | 6.6088 |
|---|---|
| Standard Deviation | 1.6399 |
| Median | 8 |
| Minimum | 4 |
| Maximum | 8 |
| 1st row | Platinum |
|---|---|
| 2nd row | Platinum |
| 3rd row | Platinum |
| 4th row | Platinum |
| 5th row | Gold |
| Count | 590772 |
|---|---|
| Lowercase Letter | 501380 |
| Space Separator | 0 |
| Uppercase Letter | 89392 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
numerical
| Approximate Distinct Count | 18796 |
|---|---|
| Approximate Unique (%) | 21.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1430272 |
| Mean | 97952.829 |
| Minimum | 24828 |
| Maximum | 724068 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 24828 |
|---|---|
| 5-th Percentile | 31692 |
| Q1 | 52836 |
| Median | 66396 |
| Q3 | 103440 |
| 95-th Percentile | 307265.4 |
| Maximum | 724068 |
| Range | 699240 |
| IQR | 50604 |
| Mean | 97952.829 |
|---|---|
| Standard Deviation | 90613.8148 |
| Variance | 8.2109e+09 |
| Sum | 8.7562e+09 |
| Skewness | 2.753 |
| Kurtosis | 8.3333 |
| Coefficient of Variation | 0.9251 |